Automating Scientific Knowledge Extraction and Modeling (ASKEM)

自动化科学知识提取和建模(ASKEM)计划的目标是创建一个知识建模-模拟生态系统，该生态系统具有所需的人工智能(AI)方法和工具，用于敏捷地创建、维护和增强复杂的模型和模拟器，这些模型和模拟器是支持不同任务和科学领域的专家知识和数据知情决策所必需的。这些工具的有效性将在与新冠肺炎等病毒性流行病以及空间天气的原因和影响有关的应用中得到证明。Askem工具将使专家能够维护、重复使用和调整大量的异类数据、知识和模型--具有跨知识源、模型假设和模型适用性的可追溯性。

The objective of the Automating Scientific Knowledge Extraction and Modeling (ASKEM) Program is to create a knowledge-modeling-simulation ecosystem, empowered with Artificial Intelligence (AI) approaches and tools needed for the agile creation, sustainment, and enhancement of the complex models and simulators necessary to support expert knowledge- and data-informed decision making in diverse missions and scientific domains. The effectiveness of the tools will be demonstrated in applications relevant to viral epidemics such as COVID-19 and to the causes and impacts of space weather. ASKEM tools will enable experts to maintain, reuse, and adapt large collections of heterogeneous data, knowledge and models – with traceability across knowledge sources, model assumptions, and model fitness.